Iraklis Giannakis

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Ground Penetrating Radar

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Jian Huang, Xi Yang, Feng Zhou, Xiaofeng Li, Bin Zhou, Song Lu, Sergey I. Ivashov, Iraklis Giannakis, Fannian Kong, Evert C. Slob
A deep learning framework based on improved self-supervised learning for ground-penetrating radar tunnel lining inspection. Comput. Aided Civ. Infrastructure Eng. 39 (6) (2024)
Iraklis Giannakis, Anshuman Bhardwaj, Lydia Sam, Georgios Leontidis
Deep learning universal crater detection using Segment Anything Model (SAM). CoRR (2023)
Feiyang Fang, Chunyu Ding, Jianqing Feng, Yan Su, Ravi Sharma, Iraklis Giannakis
In-Situ Radar Observation of Shallow Lunar Regolith at the Chang'E-5 Landing Site: Research Progress and Perspectives. Remote. Sens. 15 (21) (2023)
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Federico Mansilla, Maria-Paz Zorzano, Iraklis Giannakis, Javier Ruiz
Unveiling the Subsurface of Late Amazonian Lava Flows at Echus Chasma, on Mars. Remote. Sens. 15 (5) (2023)
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Iraklis Giannakis, Feng Zhou, Craig Warren, Antonios Giannopoulos
On the Limitations of Hyperbola Fitting for Estimating the Radius of Cylindrical Targets in Nondestructive Testing and Utility Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Fabio Tosti, Gianluca Gennarelli, Livia Lantini, Ilaria Catapano, Francesco Soldovieri, Iraklis Giannakis, Amir M. Alani
The Use of GPR and Microwave Tomography for the Assessment of the Internal Structure of Hollow Trees. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaofeng Li, Hai Liu, Feng Zhou, Zhongchang Chen, Iraklis Giannakis, Evert C. Slob
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data. Comput. Aided Civ. Infrastructure Eng. 37 (14) (2022)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren, Anastasia Sofroniou
Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar. IEEE Geosci. Remote. Sens. Lett. 18 (3) (2021)
Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax. CoRR (2021)
Hossain Zadhoush, Antonios Giannopoulos, Iraklis Giannakis
Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models. Remote. Sens. 13 (4) (2021)
Iraklis Giannakis, Fabio Tosti, Livia Lantini, Amir Morteza Alani
Diagnosing Emerging Infectious Diseases of Trees Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Lilong Zou, Yan Wang, Iraklis Giannakis, Fabio Tosti, Amir Morteza Alani, Motoyuki Sato
Mapping and Assessment of Tree Roots Using Ground Penetrating Radar with Low-Cost GPS. Remote. Sens. 12 (8) (2020)
Livia Lantini, Iraklis Giannakis, Fabio Tosti, Dale Mortimer, Amir Morteza Alani
A Reflectivity-Based GPR Signal Processing Methodology for Mapping Tree Root Systems of Street Trees. TSP (2020)
Livia Lantini, Fabio Tosti, Iraklis Giannakis, Lilong Zou, Andrea Benedetto, Amir M. Alani
An Enhanced Data Processing Framework for Mapping Tree Root Systems Using Ground Penetrating Radar. Remote. Sens. 12 (20) (2020)
Iraklis Giannakis, Fabio Tosti, Livia Lantini, Amir Morteza Alani
Health Monitoring of Tree Trunks Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Amir Morteza Alani, Francesco Soldovieri, Ilaria Catapano, Iraklis Giannakis, Gianluca Gennarelli, Livia Lantini, Giovanni Ludeno, Fabio Tosti
The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks. Remote. Sens. 11 (18) (2019)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Craig Warren, Antonios Giannopoulos, Alan Gray, Iraklis Giannakis, Alan Patterson, Laura Wetter, Andre Hamrah
A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software. Comput. Phys. Commun. 237 (2019)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Iraklis Giannakis, Shengzhi Xu, Pascal Aubry, Alexander Yarovoy, Jacopo Sala
Signal processing for landmine detection using ground penetrating radar. IGARSS (2016)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (1) (2016)
Iraklis Giannakis, Antonios Giannopoulos, Alexander Yarovoy
Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Craig Warren, Antonios Giannopoulos, Iraklis Giannakis
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar. Comput. Phys. Commun. 209 (2016)